From Unsupervised to Guided Clustering: A Variational Implementation

Violaine Courrier, Christophe Biernacki

Clustering is viewed as an unsupervised technique, but in practice it requires guidance to uncover meaningful structures. We formalize this with guided clustering, a paradigm that…